Cats in my Pocket
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Cats in my Pocket

Deep learning image-to-image translation on a low-powered Pocket Chip

Artificial Intelligence, Internet of Things

Description

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Gallery

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

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Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Medium shb9wjmv

Daniel W. created project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

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Lakshmanan Meiyappan

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Liang Wang

Postdoc Researcher @ Computer Laboratory at Cambridge University

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Vimal Raj V

Undergraduate in Mechanical Engineering with a craze towards computers and technology.

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Debdyut Hajra

Electronics Engineering Student, B. P. Poddar Institute of Management and Technology.

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Uğur Ünlü

İstanbul, Istanbul, Türkiye

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Omkar Patil

Hi Omkar here. I'm pursuing degree in Electronics and Telecommunications Engineering.

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Mark Csizmadia

An undergraduate student on Electrical Engineering MEng at the University of Manchester, Manchester, United Kingdom.

Manchester, UK

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